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In the context of data quality assessment, this package provides a number of functions for evaluating data quality across various dimensions, including completeness, plausibility, concordance, conformance, currency, timeliness, and correctness. It has been developed based on two well-known frameworks—Michael G. Kahn (2016) <doi:10.13063/2327-9214.1244> and Nicole G. Weiskopf (2017) <doi:10.5334/egems.218>—for data quality assessment. Using this package, users can evaluate the quality of their datasets, provided that corresponding metadata are available.
| Version: | 0.1.0 |
| Imports: | ggplot2, data.table |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2025-12-18 |
| DOI: | 10.32614/CRAN.package.DQA |
| Author: | Hamed Tabesh [aut], Elham Hosseinzadeh [aut, cre], Marziyeh Afkanpour [aut] |
| Maintainer: | Elham Hosseinzadeh <elham.hh2012 at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | DQA results |
| Reference manual: | DQA.html , DQA.pdf |
| Package source: | DQA_0.1.0.tar.gz |
| Windows binaries: | r-devel: DQA_0.1.0.zip, r-release: DQA_0.1.0.zip, r-oldrel: DQA_0.1.0.zip |
| macOS binaries: | r-release (arm64): DQA_0.1.0.tgz, r-oldrel (arm64): DQA_0.1.0.tgz, r-release (x86_64): DQA_0.1.0.tgz, r-oldrel (x86_64): DQA_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
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